raven-memory

Persistent causal memory for AI agents. Raven records everything your agent does as a causally-linked chain, including decisions, tool calls, parallel work, and session history. Your agent finally remembers.

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Install skill "raven-memory" with this command: npx skills add has9800/raven-memory

Raven Memory

Raven gives your OpenClaw agent persistent causal memory that survives across sessions, days, and weeks.

What it does

  • Records every significant event as a node in a causal chain
  • Loads relevant history at session start via semantic search
  • Supports rollback, branching, and parallel task tracking
  • Stores everything locally in ~/.raven/raven.db
  • Encrypted at rest with SQLCipher (optional)

Tools exposed

  • raven_start_session — load context at conversation start
  • raven_record_event — write an event to the chain
  • raven_end_session — close session with notes
  • raven_search — semantic search over full history
  • raven_rollback — undo N steps
  • raven_get_status — health check

Setup

Install from PyPI:

pip install raven-memory

With semantic search (recommended):

pip install "raven-memory[vec]"

Then install this skill:

clawhub install raven-memory

Add to your OpenClaw system prompt:

At the start of every conversation, call raven_start_session with
the user's first message as search_query. Load the returned
summary/nodes into your context before responding. Record events with raven_record_event. End sessions with raven_end_session.

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